Measures of central tendency - mean, median, and mode - help in identifying 'typical' values in a data set, with each measure having distinct characteristics and uses based on the data's distribution.
Measures of central tendency - the mode, median, and the mean - locate the center of a distribution of a particular data set. These measures help in identifying what is 'typical' about the population or sample.
For symmetric distributions, the mean and median are the same, except in bimodal distributions where they differ. The mode is the most frequent value, the median is the middle point, and the mean is the average of the values.
Each measure has its own characteristics and usage depending on the data's nature and distribution. It is essential to understand the differences and choose the appropriate measure based on the data set being analyzed.
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